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RES-Scanner: a software package for genome-wide identification of RNA-editing sites
BACKGROUND: High-throughput sequencing (HTS) provides a powerful solution for the genome-wide identification of RNA-editing sites. However, it remains a great challenge to distinguish RNA-editing sites from genetic variants and technical artifacts caused by sequencing or read-mapping errors. RESULTS...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4989487/ https://www.ncbi.nlm.nih.gov/pubmed/27538485 http://dx.doi.org/10.1186/s13742-016-0143-4 |
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author | Wang, Zongji Lian, Jinmin Li, Qiye Zhang, Pei Zhou, Yang Zhan, Xiaoyu Zhang, Guojie |
author_facet | Wang, Zongji Lian, Jinmin Li, Qiye Zhang, Pei Zhou, Yang Zhan, Xiaoyu Zhang, Guojie |
author_sort | Wang, Zongji |
collection | PubMed |
description | BACKGROUND: High-throughput sequencing (HTS) provides a powerful solution for the genome-wide identification of RNA-editing sites. However, it remains a great challenge to distinguish RNA-editing sites from genetic variants and technical artifacts caused by sequencing or read-mapping errors. RESULTS: Here we present RES-Scanner, a flexible and efficient software package that detects and annotates RNA-editing sites using matching RNA-seq and DNA-seq data from the same individuals or samples. RES-Scanner allows the use of both raw HTS reads and pre-aligned reads in BAM format as inputs. When inputs are HTS reads, RES-Scanner can invoke the BWA mapper to align reads to the reference genome automatically. To rigorously identify potential false positives resulting from genetic variants, we have equipped RES-Scanner with sophisticated statistical models to infer the reliability of homozygous genotypes called from DNA-seq data. These models are applicable to samples from either single individuals or a pool of multiple individuals if the ploidy information is known. In addition, RES-Scanner implements statistical tests to distinguish genuine RNA-editing sites from sequencing errors, and provides a series of sophisticated filtering options to remove false positives resulting from mapping errors. Finally, RES-Scanner can improve the completeness and accuracy of editing site identification when the data of multiple samples are available. CONCLUSION: RES-Scanner, as a software package written in the Perl programming language, provides a comprehensive solution that addresses read mapping, homozygous genotype calling, de novo RNA-editing site identification and annotation for any species with matching RNA-seq and DNA-seq data. The package is freely available. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13742-016-0143-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4989487 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-49894872016-08-19 RES-Scanner: a software package for genome-wide identification of RNA-editing sites Wang, Zongji Lian, Jinmin Li, Qiye Zhang, Pei Zhou, Yang Zhan, Xiaoyu Zhang, Guojie Gigascience Technical Note BACKGROUND: High-throughput sequencing (HTS) provides a powerful solution for the genome-wide identification of RNA-editing sites. However, it remains a great challenge to distinguish RNA-editing sites from genetic variants and technical artifacts caused by sequencing or read-mapping errors. RESULTS: Here we present RES-Scanner, a flexible and efficient software package that detects and annotates RNA-editing sites using matching RNA-seq and DNA-seq data from the same individuals or samples. RES-Scanner allows the use of both raw HTS reads and pre-aligned reads in BAM format as inputs. When inputs are HTS reads, RES-Scanner can invoke the BWA mapper to align reads to the reference genome automatically. To rigorously identify potential false positives resulting from genetic variants, we have equipped RES-Scanner with sophisticated statistical models to infer the reliability of homozygous genotypes called from DNA-seq data. These models are applicable to samples from either single individuals or a pool of multiple individuals if the ploidy information is known. In addition, RES-Scanner implements statistical tests to distinguish genuine RNA-editing sites from sequencing errors, and provides a series of sophisticated filtering options to remove false positives resulting from mapping errors. Finally, RES-Scanner can improve the completeness and accuracy of editing site identification when the data of multiple samples are available. CONCLUSION: RES-Scanner, as a software package written in the Perl programming language, provides a comprehensive solution that addresses read mapping, homozygous genotype calling, de novo RNA-editing site identification and annotation for any species with matching RNA-seq and DNA-seq data. The package is freely available. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13742-016-0143-4) contains supplementary material, which is available to authorized users. BioMed Central 2016-08-18 /pmc/articles/PMC4989487/ /pubmed/27538485 http://dx.doi.org/10.1186/s13742-016-0143-4 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Technical Note Wang, Zongji Lian, Jinmin Li, Qiye Zhang, Pei Zhou, Yang Zhan, Xiaoyu Zhang, Guojie RES-Scanner: a software package for genome-wide identification of RNA-editing sites |
title | RES-Scanner: a software package for genome-wide identification of RNA-editing sites |
title_full | RES-Scanner: a software package for genome-wide identification of RNA-editing sites |
title_fullStr | RES-Scanner: a software package for genome-wide identification of RNA-editing sites |
title_full_unstemmed | RES-Scanner: a software package for genome-wide identification of RNA-editing sites |
title_short | RES-Scanner: a software package for genome-wide identification of RNA-editing sites |
title_sort | res-scanner: a software package for genome-wide identification of rna-editing sites |
topic | Technical Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4989487/ https://www.ncbi.nlm.nih.gov/pubmed/27538485 http://dx.doi.org/10.1186/s13742-016-0143-4 |
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